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Paper Citation Record · LEDGER

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

As of 7 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 3 inbound Pith citation observations for arXiv:2507.04391.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.04391 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:53:40.556488Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:40:49.924763Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved45
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f13a2e49-d623-4cec-bf28-2959d067304a · outbound

This paper cites Zebralogic: Benchmarking the logical reasoning ability of language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Zebralogic: Benchmarking the logical reasoning ability of language models

Reference 1

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raw_fallback, observed 2026-08-06T19:53:44.868218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:34.150156Z digest=sha256:5de0b3c4b89474a7994b3f6a85a6ed16dd8afab7ee447905c5d4f2fe366a2215

Observation 88b75743-5af5-4e2a-bacf-f2cbe79dc62a · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-06T19:53:34.230085Z digest=sha256:5549a383eab63390923f1d1093b0631e39863af6f888493bf66ff876d86d906b

Observation 749c3dc8-3531-4bf6-a130-862cbd30b3e8 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 3

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source=arxiv_source observed=2026-08-06T19:53:34.329138Z digest=sha256:a125edf4ac50bb4b5f6efd5cc6bebc8c2958b09efb1aa224b862d147d50fae60

Observation 970e872e-43f5-4208-8d18-28c9c639f3b6 · outbound

This paper cites Instruction Pre-Training: Language Models are Supervised Multitask Learners.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Instruction Pre-Training: Language Models are Supervised Multitask Learners

Reference 4

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no resolver link, observed 2026-08-06T19:53:34.395440Z

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source=arxiv_source observed=2026-08-06T19:53:34.395440Z digest=sha256:2f126e7d23dd0cb0e387263e3198b4614e660d8efb9ab43b35d896a6e0ed57ab

Observation 3ecaf4e5-e723-40ed-803e-d10cd0820f80 · outbound

This paper cites Le, Sergey Levine, and Yi Ma.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Le, Sergey Levine, and Yi Ma

Reference 5

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raw_fallback, observed 2026-08-06T19:53:44.590755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:34.560456Z digest=sha256:1b38fbef171cc0b3e926ad7d45022c050070311c2e3039ac9e364c828c461ef3

Observation 065f7e29-67e2-40cf-ba2d-57688aacf2c5 · outbound

This paper cites Scaling instruction-finetuned language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Scaling instruction-finetuned language models

Reference 6

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source=arxiv_source observed=2026-08-06T19:53:34.662425Z digest=sha256:dbf82244b129742c41f11c7649391804ff7d290bf027fff9e880ed7ac41af754

Observation 95871245-2c12-453f-b605-08f36fb3bed9 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 7

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source=arxiv_source observed=2026-08-06T19:53:34.731432Z digest=sha256:054836cee4b2a72770233f7c4b19215e19b31d58cc8b8c4477dbb485ee10bcb9

Observation 654ba4ae-a7fb-4646-ab3a-850fa2261cb1 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Training Verifiers to Solve Math Word Problems

Reference 8

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source=arxiv_source observed=2026-08-06T19:53:34.852978Z digest=sha256:dc2fbd153aabd7471cc098ba727735f14cf056288fca00e9bc2a982ef7adf387

Observation ee9a7c81-0128-493f-9e0a-99ad92e19ed8 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 9

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source=arxiv_source observed=2026-08-06T19:53:34.985886Z digest=sha256:89b5cee9fd344cdbbe052a7db1452a5f7d585d9e92812f63e51cec460dd4a9f4

Observation c1b9cc91-48d1-4678-9055-a09fc7ad7818 · outbound

This paper cites Arithmetic and the brain.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Arithmetic and the brain

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.088250Z digest=sha256:7d433841c0dd4dc0c0f301f227866d40998ece8777e28cfa2acd327f4a91f58c

Observation c870accb-fb5c-43fc-85f3-513b1c13b88f · outbound

This paper cites Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Reference 11

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source=arxiv_source observed=2026-08-06T19:53:35.219098Z digest=sha256:dec564f86ca519918dda23cf3424df1411ac4980d21d7f7d39c604462ce5d99b

Observation 56b2e48c-a9b5-4430-995c-9524af5a3c88 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 12

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.324760Z digest=sha256:0a37626eaeb73921ff233c2bf53f14e6cf484ba2d4ca1b8d98acfcb10ed38493

Observation 48579171-3ac4-4941-9281-067b144d12db · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 13

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source=arxiv_source observed=2026-08-06T19:53:35.443948Z digest=sha256:eabbf5909e8ff8882dc55f9a5dbdf94e4bfaed242932a6ea92e18aebaa9877ac

Observation 3354d6a7-6dae-477d-b77e-7b34fb957b6a · outbound

This paper cites What explains the relationship between spatial and mathematical skills? a review of evidence from brain and behavior.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? What explains the relationship between spatial and mathematical skills? a review of evidence from brain and behavior

Reference 14

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raw_fallback, observed 2026-08-06T19:53:43.695129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.575875Z digest=sha256:46f08057d88055f43386e45ef57df319b485b215b62d1f070711f7503ce12435

Observation 753801d5-a655-41c0-a8ae-76ddeba90ad7 · outbound

This paper cites Measuring massive multitask language understanding.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Measuring massive multitask language understanding

Reference 15

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source=arxiv_source observed=2026-08-06T19:53:35.657423Z digest=sha256:5bc68aedfe168927d881d84ef0309f5352ad7464cc05ae4b1f2b69b48da79312

Observation 41ec0ae0-e8c1-4330-9341-10208e467036 · outbound

This paper cites Measuring mathematical problem solving with the math dataset.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Measuring mathematical problem solving with the math dataset

Reference 16

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no resolver link, observed 2026-08-06T19:53:35.729199Z

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source=arxiv_source observed=2026-08-06T19:53:35.729199Z digest=sha256:31d72e71be349c5c612eaded38d160c26911db85a892b179f5f8d42ec5015545

Observation 82cf14e8-21e3-412a-95e0-74673aac6292 · outbound

This paper cites O1 replication journey -- part 2: Surpassing o1-preview through simple distillation, big progress or bitter lesson?, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? O1 replication journey -- part 2: Surpassing o1-preview through simple distillation, big progress or bitter lesson?, 2024

Reference 17

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raw_fallback, observed 2026-08-06T19:53:43.342925Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.847541Z digest=sha256:ec624ff3d9e67ba91c04b8aa594adbe76f982e1943b7b73351e45c7cd64a558f

Observation f5306690-080e-4446-9591-ce6e266d9e91 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 18

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source=arxiv_source observed=2026-08-06T19:53:35.962182Z digest=sha256:b763ea5b3fe4cff52b0fe52966233cea6d9423d6c4f4676612277312fc332be0

Observation 8302004b-2426-4cfc-b118-cd69da7e9d48 · outbound

This paper cites Solving quantitative reasoning problems with language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Solving quantitative reasoning problems with language models

Reference 19

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source=arxiv_source observed=2026-08-06T19:53:36.057565Z digest=sha256:911826e7190c54445547c7a576e4dfbb48f77ecb83a22ffe13c90d8833dda858

Observation b2c1aab3-cb33-494e-b652-9c122a2f4521 · outbound

This paper cites Numinamath, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Numinamath, 2024

Reference 20

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raw_fallback, observed 2026-08-06T19:53:43.086149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:36.195390Z digest=sha256:0720764f918ef82e231f94b75e91b6971c9bd51edaca3cc4b9bcae848a630de7

Observation 050cc664-aa3c-419c-85b8-32b647b37b05 · outbound

This paper cites Codei/o: Condensing reasoning patterns via code input-output prediction, 2025.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Codei/o: Condensing reasoning patterns via code input-output prediction, 2025

Reference 21

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source=arxiv_source observed=2026-08-06T19:53:36.270385Z digest=sha256:f5b37589069d9ae05390a000ffcb1bb06fc1e14f30e9eab2b667b9e2eb26dcc4

Observation 07e4d107-16f5-421e-8555-eaa582a7d380 · outbound

This paper cites Openorca: An open dataset of gpt augmented flan reasoning traces.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Openorca: An open dataset of gpt augmented flan reasoning traces

Reference 22

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raw_fallback, observed 2026-08-06T19:53:42.786195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:36.346417Z digest=sha256:96377ca39bde268361e25156444dc6e09d1fffbafba47e462029926e164e191a

Observation 070b33a7-9a75-454c-9782-53192d24135c · outbound

This paper cites Rho-1: Not all tokens are what you need, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Rho-1: Not all tokens are what you need, 2024

Reference 23

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source=arxiv_source observed=2026-08-06T19:53:36.418052Z digest=sha256:e08bcaccccfa24a9ef3cfb17f91b71e623191400851fda7b00117ecb3fadc52e

Observation e69cc22f-7a75-44ca-88a0-e511d56ac8c2 · outbound

This paper cites LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

Reference 24

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source=arxiv_source observed=2026-08-06T19:53:36.511094Z digest=sha256:88d733e6ea8f9074ebac9ac95584971235baa36689dd4146bf5c415a257c6ba9

Observation c5b90d91-39aa-40b2-8324-cdd567b42a45 · outbound

This paper cites The flan collection: Designing data and methods for effective instruction tuning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? The flan collection: Designing data and methods for effective instruction tuning

Reference 25

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raw_fallback, observed 2026-08-06T19:53:42.464514Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:36.653002Z digest=sha256:1a599e69f702ca36d40bbc3139ba3bf2d2fb1be4c35f65b5095b9605a90194c6

Observation 4dc90c5d-7c0e-438d-93fd-8bf69ab68936 · outbound

This paper cites MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Reference 26

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source=arxiv_source observed=2026-08-06T19:53:36.791996Z digest=sha256:cdb41a977c5cc143ba0b5128e3626e845edbe63be058bdcff7c0371386efb0dd

Observation 04f723f9-4b6f-462b-9bd7-84ecd5f5a829 · outbound

This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Reference 27

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source=arxiv_source observed=2026-08-06T19:53:36.939116Z digest=sha256:2e1c37d675fb81ab5502295dfc75f31579491bf0ba9ea44fbae0da273dae49f2

Observation 02229a9f-28c9-464c-9987-9fc617302b68 · outbound

This paper cites The Llama 3 Herd of Models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? The Llama 3 Herd of Models

Reference 28

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source=arxiv_source observed=2026-08-06T19:53:37.070755Z digest=sha256:4ac46bb481bca53aa34faa83ed0d90135f5dd73599585507249a4b2d9763e656

Observation 48e3546e-a3c8-42f3-8b52-4132d6d5fe8b · outbound

This paper cites s1: Simple test-time scaling, 2025.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? s1: Simple test-time scaling, 2025

Reference 29

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source=arxiv_source observed=2026-08-06T19:53:37.165480Z digest=sha256:77a505890893df8b141bd8c73debe1cba6661626752e7dbce6a16815ed827387

Observation 1051cb50-daf5-430d-a11e-ad5d75473526 · outbound

This paper cites Orca: Progressive learning from complex explanation traces of gpt-4, 2023.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Orca: Progressive learning from complex explanation traces of gpt-4, 2023

Reference 30

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source=arxiv_source observed=2026-08-06T19:53:37.313018Z digest=sha256:e62642cf8ae23d9cd43cc38e8879bcce305eea2097106ebd128e41dcbe684fed

Observation d49bb70e-2fef-4621-9dcc-7a0c948c7a16 · outbound

This paper cites Learning to reason with llms.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Learning to reason with llms

Reference 31

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source=arxiv_source observed=2026-08-06T19:53:37.467974Z digest=sha256:6bd48b01391a9760d35d76ce4e3a7c4e984c36be843a2f549a719809dd76ce31

Observation 1c95fb62-4ee2-4bc1-9778-1a5eb4a1710b · outbound

This paper cites OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text

Reference 32

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source=arxiv_source observed=2026-08-06T19:53:37.629620Z digest=sha256:9feb4b79946915ac0cdc97ddc26f9aaa387d55abbd098d3eb1732d8374600d8c

Observation 1e79b7e7-ced6-4724-963e-999308e38ca4 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-06T19:53:37.789442Z

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source=arxiv_source observed=2026-08-06T19:53:37.789442Z digest=sha256:717e5ba77b5e6cdbfca59e59b41c94f4f69e308b33dcf5e5f9a2a339ef8cc866

Observation d54b2b5f-e9e9-41f1-b605-dddc9047ff1e · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Winogrande: An adversarial winograd schema challenge at scale

Reference 34

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source=arxiv_source observed=2026-08-06T19:53:37.907237Z digest=sha256:c11430ffe72e11114f633d39c2a96a72525203005c3ed92692910b6a9b1d9ee9

Observation ddb88711-8088-49a8-a1c8-7068d234c56b · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-06T19:53:38.056924Z

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source=arxiv_source observed=2026-08-06T19:53:38.056924Z digest=sha256:599774152dd577e4edb3491a09a28d5833ab1114cda02dd47b17ff9311a763cf

Observation 411726f1-f457-4583-acd8-3d8c89dea64f · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 36

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source=arxiv_source observed=2026-08-06T19:53:38.225807Z digest=sha256:6b1fe2f94033b0a1a19b54cf5a0197f45664f6112548354d401dc2108c1f0c49

Observation 937a02aa-8ed8-4cf7-babe-cd06a0e94de5 · outbound

This paper cites ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language

Reference 37

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no resolver link, observed 2026-08-06T19:53:38.311047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.311047Z digest=sha256:847af23ce1080fd73263f75fce7463b4ed550ca7eace60079134ff5099ac3fad

Observation 3169f722-a7d6-44a2-b8a3-074f61705a2b · outbound

This paper cites MathScale: Scaling Instruction Tuning for Mathematical Reasoning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Reference 38

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no resolver link, observed 2026-08-06T19:53:38.465382Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.465382Z digest=sha256:744ad35e7eaff64784828ad8053c22c448e6591cda416c7a7bb8966841e10220

Observation 01bdbc45-c56f-4974-8008-a0e2f95331ca · outbound

This paper cites Kimi k1.5: Scaling reinforcement learning with llms.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Kimi k1.5: Scaling reinforcement learning with llms

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:53:42.102784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:38.625561Z digest=sha256:a2419801be17ca38fff71be9be88c62a856ee109bc8ed94e45aeb22c56f92c49

Observation dd40f666-2679-4415-a6e5-7e11eb05ea5a · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Qwen2.5: A party of foundation models, September 2024

Reference 40

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no resolver link, observed 2026-08-06T19:53:38.682733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.682733Z digest=sha256:a72fcc52e52de60e5428e163d75e10d8d1a6b7ee4c41a899a57cff1ddc4eabb2

Observation 8c7f1bec-92d4-421c-bfea-0ef1c436dd94 · outbound

This paper cites DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving

Reference 41

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no resolver link, observed 2026-08-06T19:53:38.765822Z

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source=arxiv_source observed=2026-08-06T19:53:38.765822Z digest=sha256:0c6f51afbb65bacb32935712ca349a0ea9eac0a154800b3270d600dbbc30b427

Observation f20c9d30-5087-4d7f-b097-ec30cb82784e · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Chain-of-thought prompting elicits reasoning in large language models

Reference 42

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no resolver link, observed 2026-08-06T19:53:38.842557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.842557Z digest=sha256:f6d21f2b899971df6fb68cc591d697f07add28805b4875436ecfc435f27df497

Observation 6c89ebca-b3df-410c-8ab9-27b208d4c24e · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Magicoder: Empowering Code Generation with OSS-Instruct

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T19:53:38.934962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.934962Z digest=sha256:39e85972c1a7d82b4c8ba34b57e1bdd52ac99bd5652f8288ea6179acd05e44a5

Observation 73906748-537d-4ed7-b8d6-719e4e8f8c25 · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T19:53:39.047198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.047198Z digest=sha256:7c8bf170ea86e968a141cf097d2e4b0df80f9538368b57dde090af8b490e5470

Observation eb1a2f01-6724-4e59-ba04-d98fcef49da6 · outbound

This paper cites Qwen2 Technical Report.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Qwen2 Technical Report

Reference 45

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no resolver link, observed 2026-08-06T19:53:39.174531Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.174531Z digest=sha256:94b6da471ea1829631af76612fea016b548858251fd33befe05c661c2cd25b15

Observation cd1bbd48-dd10-4a51-9e77-76cc17ce9097 · outbound

This paper cites LIMO: Less is More for Reasoning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? LIMO: Less is More for Reasoning

Reference 46

Resolution
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no resolver link, observed 2026-08-06T19:53:39.335046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.335046Z digest=sha256:846132f3fc6031d940e95616a54e115d62e4542dfa909fdbf6208a10611ccdf9

Observation 5ea6cf13-6a27-4958-be72-b60ebcf40fba · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 47

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no resolver link, observed 2026-08-06T19:53:39.427475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.427475Z digest=sha256:6c5357e07a494e3a20f550a93f789700c1b3d8d722c783c147eb525b1a4a2456

Observation 228d5a9e-0502-4956-abdb-8c37e79f4a19 · outbound

This paper cites Mammoth2: Scaling instructions from the web, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Mammoth2: Scaling instructions from the web, 2024

Reference 48

Resolution
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no resolver link, observed 2026-08-06T19:53:39.496266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.496266Z digest=sha256:189a70e3ebe66495223775de22a9b4c26dbb11c4d0d0ad64543de79b3b3df65a

Observation 173951d6-9636-431c-a073-575d11687b16 · outbound

This paper cites SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Reference 49

Resolution
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no resolver link, observed 2026-08-06T19:53:39.614027Z

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source=arxiv_source observed=2026-08-06T19:53:39.614027Z digest=sha256:2fe1ef07c5c3e5be540435d75ab1164e6e748b28a485d0c0e957ce62da7b6590

Observation d0d6d302-bef9-470c-8978-52f1fcadfa54 · outbound

This paper cites 7b model and 8k examples: Emerging reasoning with reinforcement learning is both effective and efficient.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? 7b model and 8k examples: Emerging reasoning with reinforcement learning is both effective and efficient

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:53:41.803447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:39.737763Z digest=sha256:b6a9cad4cadd1cc2c93bcb71b20c4374c04d1661e6746ce2ce248f9db096c2cf

Observation eef38126-b329-429a-8616-045268fd87bd · outbound

This paper cites MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs

Reference 51

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no resolver link, observed 2026-08-06T19:53:39.843080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.843080Z digest=sha256:64cdc567ae588eb6698011ab0c02a2ccb36c5aa3fa58023583433eb953f4e766

Observation 693090fd-991e-48b0-baf3-2cf6a3f54203 · outbound

This paper cites Docmath-eval: Evaluating math reasoning capabilities of llms in understanding long and specialized documents, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Docmath-eval: Evaluating math reasoning capabilities of llms in understanding long and specialized documents, 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:53:41.494009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:53:39.957956Z digest=sha256:b76f940002d55934fab4aff1cc89f959758861a3732f6c6009ccc1dde95d7445

Observation f0740563-6783-4d9c-be73-a12a650ff936 · outbound

This paper cites P Xing, Hao Zhang, Joseph E.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? P Xing, Hao Zhang, Joseph E

Reference 53

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no resolver link, observed 2026-08-06T19:53:40.088441Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.088441Z digest=sha256:c899f6e7fcb494e1bbf3adbad38c906271c337b2e88cf2a0d1a89be7693365ff

Observation 80bf7eb9-c02f-4db2-80a5-9d8b5ecc059e · outbound

This paper cites write newline.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? write newline

Reference 54

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no resolver link, observed 2026-08-06T19:53:40.219633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.219633Z digest=sha256:ca14112bfce17379031db5ff152b380f60dbd6db4fc936dd2e8ec28df19d7536

Observation dd81cc86-93a6-4fa3-9dfd-e7b8f89e4e92 · outbound

This paper cites @esa (Ref.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? @esa (Ref

Reference 55

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no resolver link, observed 2026-08-06T19:53:40.271421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.271421Z digest=sha256:9568a83ba0243e4ccd7801eea42b8bbbe03b47af34fc8f6b75dd369f8cef7b33

Observation c002c6fa-c391-4eb9-b2f0-a99cdbfd93b1 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 56

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unresolved
no resolver link, observed 2026-08-06T19:53:40.359402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.359402Z digest=sha256:efe1c9364cb0f8664172f1f3321f1596bccd38ea516df9ae7669cfc641a862e7

Observation e336a778-46e3-4d64-87f8-b45b4d0f0c74 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 57

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:53:40.556488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.556488Z digest=sha256:3bd58adcbbeec28d787e6552eb29d575328671f6c3ac1c5527f48d712fdbf373

Pith citing papers

Observation 7ce2f5b1-d381-4916-9404-e26dce96ef3f · inbound

CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts cites this paper.

CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T10:40:49.924763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T10:40:49.924763Z digest=sha256:fd42110b467ec429b3da099fb56d9811a2eced005ead859fd263842102c10df5

Observation 2755282a-982c-4441-bad4-2529d91361c6 · inbound

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions cites this paper.

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:11:01.415905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T17:16:29.695213Z digest=sha256:18cdd3fbe69a654df6bee7949b7aeb8f95962e6f2ce23a84c735eccd6e472540

Observation 4943fe86-988a-44e8-86f6-b025b2146790 · inbound

To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation cites this paper.

To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:44:21.388423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-30T07:35:54.141056Z digest=sha256:1160870a6b6e584117f4a114f78f443e47353d90256cd260c4dc66664599e4ef